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--- |
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language: |
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- en |
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tags: |
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- breast |
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- tabular_classification |
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- binary_classification |
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pretty_name: German |
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size_categories: |
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- 100<n<1K |
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task_categories: |
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- tabular-classification |
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configs: |
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- encoding |
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- loan |
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--- |
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# Germanc |
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The [German dataset](https://archive.ics.uci.edu/ml/datasets/Statlog+%28German+Credit+Data%29) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets). |
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Dataset on loan grants to customers. |
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# Configurations and tasks |
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The dataset has four configurations: |
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- `encoding`, which holds the encoding dictionaries mapping binary and ordinal features to their value; |
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- `loan`, for binary classification of the loan acceptance; |
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# Features |
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|**Feature**------------------------|**Type** | |
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|-----------------------------------|-----------| |
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`checking_account_status` | `int8` | |
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`account_life_in_months` | `int8` | |
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`credit_status` | `int8` | |
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`loan_purpose` | `string` | |
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`current_credit` | `int32` | |
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`current_savings` | `int8` | |
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`employed_since` | `int8` | |
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`installment_rate_percentage` | `int8` | |
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`sex` | `int8` | |
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`marital_status` | `string` | |
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`guarantors` | `int8` | |
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`years_living_in_current_residence` | `int8` | |
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`age` | `int8` | |
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`installment_plans` | `string` | |
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`housing_status` | `int8` | |
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`nr_credit_accounts_in_bank` | `int8` | |
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`job_status` | `int8` | |
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`number_of_people_in_support` | `int8` | |
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`has_registered_phone_number` | `int8` | |
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`is_foreign` | `int8` | |
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